Open Source
reliopt
Reliability-constrained, multi-objective optimization for LLM and agent programs
Our verdict
We have not reviewed reliopt yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About reliopt
A Python tool for reliability-constrained, multi-objective optimization of LLM and agent programs. It supports tuning and evaluation across multiple performance objectives while enforcing reliability constraints.
Best for
Developers exploring reliability-aware optimization for small LLM or agent experiments
Use cases
- Optimize LLM pipelines under reliability constraints
- Balance cost, latency, and quality in agent workflows
- Evaluate multi-objective trade-offs in LLM systems
Notes
1 stars on GitHub. Last updated 2026-09-25. Licensed MIT.
Pros
- Python-native library for easy integration
- Community-maintained open-source project
- Targets reliability explicitly in optimization
Cons
- Very early stage with only 1 GitHub star
- Limited documentation or usage evidence
- Unclear production readiness or active maintenance
Key facts
What we have checked
- Days since the last commit
- 42
- GitHub forks
- 3
- GitHub stars
- 2
- Days to a first reply on issues
- 43.7
- Open issues
- 9
- Releases in the last 90 days
- 0
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Stars and usage
How reliopt is growing
1 to 2
Health and security
Is reliopt looked after, and what do its setup files show
Health score
36 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 28.9 of 30 | Last push 42 days ago |
| Releases | 0 of 15 | 0 releases in 90 days |
| Issue replies | 0 of 20 | First reply in 43.7 days (median) |
| Maintainer | 0 of 15 | Owned by a single user |
| Official source | Not counted | MCP servers only |
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
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